{"id":"W6910382851","doi":"10.4224/23003259","title":"Radioscopie du ciel","year":2018,"lang":"fr","type":"article","venue":"NPARC","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007191227,0.00100499,0.0007812071,0.002119929,0.00153632,0.001731559,0.001203133,0.003004393,0.04012655],"category_scores_gemma":[0.006577142,0.0003226893,0.001071564,0.0005097553,0.001316042,0.001245023,0.001175046,0.00355757,0.01215067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345737,"about_ca_system_score_gemma":0.002042837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005128318,"about_ca_topic_score_gemma":0.003260282,"domain_scores_codex":[0.9989507,0.0001813431,0.00008106452,0.0002080934,0.000361246,0.0002174717],"domain_scores_gemma":[0.9976689,0.0006827959,0.000144132,0.0004526566,0.0006363138,0.0004151886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008476794,0.0003929129,0.01428734,0.0008080357,0.0003458507,0.3852591,0.000453575,0.000956183,0.0226412,0.02090364,0.1564789,0.3966256],"study_design_scores_gemma":[0.000172685,0.0002881339,0.01450106,0.0004103068,0.0001298237,0.3354961,0.0002225856,0.001903048,0.01434234,0.003682238,0.6287525,0.00009914962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1999061,0.04982571,0.02931295,0.07183974,0.05856518,0.001070561,0.002092979,0.005514959,0.5818717],"genre_scores_gemma":[0.613879,0.01475228,0.01156935,0.01187902,0.01668791,0.000241145,0.001615055,0.00115789,0.3282184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04012655,"threshold_uncertainty_score":0.1342368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522777128086514,"score_gpt":0.265631666403178,"score_spread":0.2504038951223128,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}